{ "best_metric": 0.32603439688682556, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.03218474040995313, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0006436948081990626, "grad_norm": 0.4801550507545471, "learning_rate": 5e-05, "loss": 0.3484, "step": 1 }, { "epoch": 0.0006436948081990626, "eval_loss": 1.1717808246612549, "eval_runtime": 633.1994, "eval_samples_per_second": 33.058, "eval_steps_per_second": 4.133, "step": 1 }, { "epoch": 0.0012873896163981251, "grad_norm": 0.8900830149650574, "learning_rate": 0.0001, "loss": 0.5738, "step": 2 }, { "epoch": 0.001931084424597188, "grad_norm": 1.00126051902771, "learning_rate": 9.989294616193017e-05, "loss": 0.6358, "step": 3 }, { "epoch": 0.0025747792327962503, "grad_norm": 0.9445592164993286, "learning_rate": 9.957224306869053e-05, "loss": 0.4532, "step": 4 }, { "epoch": 0.0032184740409953133, "grad_norm": 0.5817092061042786, "learning_rate": 9.903926402016153e-05, "loss": 0.3681, "step": 5 }, { "epoch": 0.003862168849194376, "grad_norm": 0.4831136465072632, "learning_rate": 9.829629131445342e-05, "loss": 0.3118, "step": 6 }, { "epoch": 0.004505863657393438, "grad_norm": 0.4428505599498749, "learning_rate": 9.73465064747553e-05, "loss": 0.3961, "step": 7 }, { "epoch": 0.005149558465592501, "grad_norm": 0.35448750853538513, "learning_rate": 9.619397662556435e-05, "loss": 0.3259, "step": 8 }, { "epoch": 0.005793253273791563, "grad_norm": 0.37589535117149353, "learning_rate": 9.484363707663442e-05, "loss": 0.3458, "step": 9 }, { "epoch": 0.006436948081990627, "grad_norm": 0.31492888927459717, "learning_rate": 9.330127018922194e-05, "loss": 0.2624, "step": 10 }, { "epoch": 0.007080642890189689, "grad_norm": 0.48516955971717834, "learning_rate": 9.157348061512727e-05, "loss": 0.3889, "step": 11 }, { "epoch": 0.007724337698388752, "grad_norm": 0.6700056195259094, "learning_rate": 8.966766701456177e-05, "loss": 0.4754, "step": 12 }, { "epoch": 0.008368032506587814, "grad_norm": 0.2627522349357605, "learning_rate": 8.759199037394887e-05, "loss": 0.2975, "step": 13 }, { "epoch": 0.009011727314786876, "grad_norm": 0.19823676347732544, "learning_rate": 8.535533905932738e-05, "loss": 0.2335, "step": 14 }, { "epoch": 0.00965542212298594, "grad_norm": 0.2131778597831726, "learning_rate": 8.296729075500344e-05, "loss": 0.2454, "step": 15 }, { "epoch": 0.010299116931185001, "grad_norm": 0.2508775591850281, "learning_rate": 8.043807145043604e-05, "loss": 0.2936, "step": 16 }, { "epoch": 0.010942811739384065, "grad_norm": 0.2384842187166214, "learning_rate": 7.777851165098012e-05, "loss": 0.2254, "step": 17 }, { "epoch": 0.011586506547583126, "grad_norm": 0.27745360136032104, "learning_rate": 7.500000000000001e-05, "loss": 0.3009, "step": 18 }, { "epoch": 0.01223020135578219, "grad_norm": 0.31106260418891907, "learning_rate": 7.211443451095007e-05, "loss": 0.2943, "step": 19 }, { "epoch": 0.012873896163981253, "grad_norm": 0.3090256154537201, "learning_rate": 6.91341716182545e-05, "loss": 0.3145, "step": 20 }, { "epoch": 0.013517590972180315, "grad_norm": 0.2793347239494324, "learning_rate": 6.607197326515808e-05, "loss": 0.3245, "step": 21 }, { "epoch": 0.014161285780379378, "grad_norm": 0.30441588163375854, "learning_rate": 6.294095225512603e-05, "loss": 0.335, "step": 22 }, { "epoch": 0.01480498058857844, "grad_norm": 0.3480492830276489, "learning_rate": 5.9754516100806423e-05, "loss": 0.312, "step": 23 }, { "epoch": 0.015448675396777503, "grad_norm": 0.3419431447982788, "learning_rate": 5.6526309611002594e-05, "loss": 0.3385, "step": 24 }, { "epoch": 0.016092370204976565, "grad_norm": 0.49442407488822937, "learning_rate": 5.327015646150716e-05, "loss": 0.4694, "step": 25 }, { "epoch": 0.016092370204976565, "eval_loss": 0.33662736415863037, "eval_runtime": 633.5543, "eval_samples_per_second": 33.039, "eval_steps_per_second": 4.131, "step": 25 }, { "epoch": 0.01673606501317563, "grad_norm": 0.1330234706401825, "learning_rate": 5e-05, "loss": 0.2149, "step": 26 }, { "epoch": 0.017379759821374692, "grad_norm": 0.18368133902549744, "learning_rate": 4.6729843538492847e-05, "loss": 0.2541, "step": 27 }, { "epoch": 0.018023454629573752, "grad_norm": 0.1871601641178131, "learning_rate": 4.347369038899744e-05, "loss": 0.2284, "step": 28 }, { "epoch": 0.018667149437772815, "grad_norm": 0.25672218203544617, "learning_rate": 4.0245483899193595e-05, "loss": 0.2669, "step": 29 }, { "epoch": 0.01931084424597188, "grad_norm": 0.22058886289596558, "learning_rate": 3.705904774487396e-05, "loss": 0.2587, "step": 30 }, { "epoch": 0.019954539054170942, "grad_norm": 0.21751423180103302, "learning_rate": 3.392802673484193e-05, "loss": 0.2583, "step": 31 }, { "epoch": 0.020598233862370002, "grad_norm": 0.24312442541122437, "learning_rate": 3.086582838174551e-05, "loss": 0.2602, "step": 32 }, { "epoch": 0.021241928670569066, "grad_norm": 0.28104859590530396, "learning_rate": 2.7885565489049946e-05, "loss": 0.2916, "step": 33 }, { "epoch": 0.02188562347876813, "grad_norm": 0.26052653789520264, "learning_rate": 2.500000000000001e-05, "loss": 0.287, "step": 34 }, { "epoch": 0.022529318286967193, "grad_norm": 0.28748980164527893, "learning_rate": 2.2221488349019903e-05, "loss": 0.2935, "step": 35 }, { "epoch": 0.023173013095166253, "grad_norm": 0.33002161979675293, "learning_rate": 1.9561928549563968e-05, "loss": 0.333, "step": 36 }, { "epoch": 0.023816707903365316, "grad_norm": 0.4679362177848816, "learning_rate": 1.703270924499656e-05, "loss": 0.3874, "step": 37 }, { "epoch": 0.02446040271156438, "grad_norm": 0.16794776916503906, "learning_rate": 1.4644660940672627e-05, "loss": 0.2197, "step": 38 }, { "epoch": 0.025104097519763443, "grad_norm": 0.17064571380615234, "learning_rate": 1.2408009626051137e-05, "loss": 0.2548, "step": 39 }, { "epoch": 0.025747792327962506, "grad_norm": 0.15181192755699158, "learning_rate": 1.0332332985438248e-05, "loss": 0.2173, "step": 40 }, { "epoch": 0.026391487136161566, "grad_norm": 0.1739838421344757, "learning_rate": 8.426519384872733e-06, "loss": 0.2321, "step": 41 }, { "epoch": 0.02703518194436063, "grad_norm": 0.1635858714580536, "learning_rate": 6.698729810778065e-06, "loss": 0.2087, "step": 42 }, { "epoch": 0.027678876752559693, "grad_norm": 0.20415830612182617, "learning_rate": 5.156362923365588e-06, "loss": 0.2588, "step": 43 }, { "epoch": 0.028322571560758757, "grad_norm": 0.21352346241474152, "learning_rate": 3.8060233744356633e-06, "loss": 0.2543, "step": 44 }, { "epoch": 0.028966266368957817, "grad_norm": 0.2400074601173401, "learning_rate": 2.653493525244721e-06, "loss": 0.2767, "step": 45 }, { "epoch": 0.02960996117715688, "grad_norm": 0.22325584292411804, "learning_rate": 1.70370868554659e-06, "loss": 0.2616, "step": 46 }, { "epoch": 0.030253655985355943, "grad_norm": 0.22152790427207947, "learning_rate": 9.607359798384785e-07, "loss": 0.2494, "step": 47 }, { "epoch": 0.030897350793555007, "grad_norm": 0.2652023732662201, "learning_rate": 4.277569313094809e-07, "loss": 0.2918, "step": 48 }, { "epoch": 0.03154104560175407, "grad_norm": 0.41260552406311035, "learning_rate": 1.0705383806982606e-07, "loss": 0.3789, "step": 49 }, { "epoch": 0.03218474040995313, "grad_norm": 0.4374171793460846, "learning_rate": 0.0, "loss": 0.4499, "step": 50 }, { "epoch": 0.03218474040995313, "eval_loss": 0.32603439688682556, "eval_runtime": 633.9912, "eval_samples_per_second": 33.016, "eval_steps_per_second": 4.128, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.1949222410500178e+18, "train_batch_size": 2, "trial_name": null, "trial_params": null }